About Me
I am a researcher at the Data Science Laboratory, NEC Corporation, Japan. I'm interested in how we can make computers understand natural language. Previously, I was working on a research about anaphora resolution in Japanese. Try our Japanese anaphora resolution demo.
Contact Details
Nobuhiro Ueda
NEC Tamagawa Office, NEC Corporation
Nakahara-ku Shimonumabe 1753, Kawasaki, Kanagawa, 211-0011, Japan
ueda at nlp.ist.i.kyoto-u.ac.jp
Education
Graduate School of Informatics, Kyoto University
Ph.D. of Informatics •April 2021 - March 2024
Worked on research about natural language processing.
Graduate School of Informatics, Kyoto University
Master of Informatics •April 2019 - March 2021
Worked on research about natural language processing.
Faculty of Engineering, Kyoto University
Bachelor of Engineering •April 2015 - March 2019
Learned about a wide range of engineering topics, including calculus, linear algebra, statistics, electronics, electromagnetism, and computer science.
Publications
International Conferences and Workshops (Peer-reviewed)
J-CRe3: A Japanese Conversation Dataset for Real-world Reference Resolution
Nobuhiro Ueda, Hideko Habe, Yoko Matsui, Akishige Yuguchi, Seiya Kawano, Yasutomo Kawanishi, Sadao Kurohashi and Koichiro Yoshino
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), Turin, Italy, (2024.5).
[paper][dataset][code]Rapidly Developing High-quality Instruction Data and Evaluation Benchmark for Large Language Models with Minimal Human Effort: A Case Study on Japanese
Yikun Sun, Zhen Wan, Nobuhiro Ueda, Sakiko Yahata, Fei Cheng, Chenhui Chu and Sadao Kurohashi
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), Turin, Italy, (2024.5).
[paper][dataset][code]KWJA: A Unified Japanese Analyzer Based on Foundation Models
Nobuhiro Ueda, Kazumasa Omura, Takashi Kodama, Hirokazu Kiyomaru, Yugo Murawaki, Daisuke Kawahara and Sadao Kurohashi
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023): System Demonstrations, Toronto, Canada, (2023.7).
[paper][code][demo][poster]Improving Bridging Reference Resolution using Continuous Essentiality from Crowdsourcing
Nobuhiro Ueda and Sadao Kurohashi
Proceedings of the Fifth Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC 2022), Gyeongju, Republic of Korea, (2022.10).
[paper][code1][code2][slides]BERT-based Cohesion Analysis of Japanese Texts
Nobuhiro Ueda, Daisuke Kawahara and Sadao Kurohashi
Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020), Online, (2020.12).
[paper][code][errata]A System for Worldwide COVID-19 Information Aggregation
Akiko Aizawa, Frederic Bergeron, Junjie Chen, Fei Cheng, Katsuhiko Hayashi, Kentaro Inui, Hiroyoshi Ito, Daisuke Kawahara, Masaru Kitsuregawa, Hirokazu Kiyomaru, Masaki Kobayashi, Takashi Kodama, Sadao Kurohashi, Qianying Liu, Masaki Matsubara, Yusuke Miyao, Atsuyuki Morishima, Yugo Murawaki, Kazumasa Omura, Haiyue Song, Eiichiro Sumita, Shinji Suzuki, Ribeka Tanaka, Yu Tanaka, Masashi Toyoda, Nobuhiro Ueda, Honai Ueoka, Masao Utiyama, Ying Zhong
Proceedings of the 1st Workshop on NLP for COVID-19 (Part 2) at EMNLP 2020, Online, (2020.12).
[paper][url]
Domestic Conferences
実世界対話におけるフレーズグラウンディングモデルの評価と分析
植田 暢大, 波部 英子, 松井 陽子, 湯口 彰重, 河野 誠也, 川西 康友, 黒橋 禎夫, 吉野 幸一郎
言語処理学会 第30回年次大会, 神戸, (2024.3).
[paper][slides]llm-jp-eval: 日本語大規模言語モデルの自動評価ツール
Namgi Han, 植田 暢大, 大嶽 匡俊, 勝又 智, 鎌田 啓輔, 清丸 寛一, 児玉 貴志, 菅原 朔, Bowen Chen, 松田 寛, 宮尾 祐介, 村脇 有吾, 劉 弘毅
言語処理学会 第30回年次大会, 神戸, (2024.3).
[paper][slides]実世界における総合的参照解析を目的としたマルチモーダル対話データセットの構築
植田 暢大, 波部 英子, 湯口 彰重, 河野 誠也, 川西 康友, 黒橋 禎夫, 吉野 幸一郎
言語処理学会 第29回年次大会, 沖縄, (2023.3).
[paper][slides]
委員特別賞テキスト生成モデルによる日本語形態素解析
児玉 貴志, 植田 暢大, 大村 和正, 清丸 寛一, 村脇 有吾, 河原 大輔, 黒橋 禎夫
言語処理学会 第29回年次大会, 沖縄, (2023.3).
[paper][code]KWJA：汎用言語モデルに基づく日本語解析器
植田 暢大, 大村 和正, 児玉 貴志, 清丸 寛一, 村脇 有吾, 河原 大輔 and 黒橋 禎夫
情報処理学会 第253回自然言語処理研究会, 京都, (2022.9).
[paper][code][slides]優秀研究賞BERTとRefinementネットワークによる統合的照応・共参照解析
植田 暢大, 河原 大輔, 黒橋 禎夫
言語処理学会 第26回年次大会, 茨城, (2020.3).
[paper]若手奨励賞因果関係グラフ: 構造的言語処理に基づくイベントの原因・結果・解決策の集約
清丸 寛一, 植田 暢大, 児玉 貴志, 田中 佑, 岸本 裕大, 田中 リベカ, 河原 大輔, 黒橋 禎夫
言語処理学会 第26回年次大会, 茨城, (2020.3).
[paper]
Experience
researcher
NEC Corporation
Kawasaki, Kanagawa•April 2024 - Present
[website]
hackathon
teaching assistant
「人を知る」人工知能講座2022
Online•November 2022
[website]「人を知る」人工知能講座2021
Online•November 2021
[website]C Programming Class (2021)
Kyoto University, Kyoto•April 2021 - July 2021
「人を知る」人工知能講座2020
Online•November 2020
[website]「人を知る」人工知能講座2019
Shin-marunouchi Building, Tokyo•November 2019
[website]C Programming Class (2019)
Kyoto University, Kyoto•April 2019 - July 2019
internship
M3, Inc.
Akasaka Intercity, Tokyo•September 2019
Worked on improving recommendation system for medical articles.LINE
LINE KYOTO, Kyoto•August 2019
Joined a hackathon to develop an application like Akinator, which runs on LINE.
[report]
